TUILUX is an intelligent recommendation system that can be integrated into e-commerce websites to increase conversion rates and revenue. Recommender systems transform visitors into customers by providing personalized product recommendations tailored to each user's profile and shopping behavior. TUILUX analyzes user data to display related products and generate personalized emails to improve the user experience and boost sales. Studies show that recommender systems can increase revenue by up to 20%, engagement by up to 18%, average order value by up to 70%, and conversion rates by up to 4 times.